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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

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Active: "I think what this is …" 951 comments · Page 16 of 39
II THINK SOME OF MY FELLOW CANADIANS FORGET WE DONT HAVE FREE SPEECH. YALL ARE GOING TO PRISON.
II THINK SOME OF MY FELLOW CANADIANS FORGET WE DONT HAVE FREE SPEECH. YALL ARE GOING TO PRISON.
Identity Attack0.1035157
Insult0.14512913
Profanity0.02392626
Threat0.1401159
Severe Toxicity0.013478675
Moderate 0.3234372 Moderate Con 0.329 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
A good part of me doesn't like this video and thinks tyler just capitalizes off what people want to hear. There's so many nice brown people why do we have to divide ourselves idk man.
A good part of me doesn't like this video and thinks tyler just capitalizes off what people want to hear. There's so many nice brown people why do we have to divide ourselves idk man.
Identity Attack0.33352965
Insult0.08212569
Profanity0.12220735
Threat0.013579931
Severe Toxicity0.013672344
Moderate 0.3234372 Constructive 0.642 Policy_Critique
Feb 5, 2026 12 likes Inside Canada's Indian Invasion...
That's wild people are advertising human smuggling on social medias, are the government thinking this must a scam thats why they havent lifted a figner yet lol
That's wild people are advertising human smuggling on social medias, are the government thinking this must a scam thats why they havent lifted a figner yet lol
Identity Attack0.050216515
Insult0.24928534
Profanity0.13256322
Threat0.023199292
Severe Toxicity0.012207031
Moderate 0.32289913 Low Con 0.293 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
2.9 million housing issues have been resolved for some homeless Canadians. There is a shortage of high-school science teachers. Students have to wait more than a year to get grade 11 physics and other science …
2.9 million housing issues have been resolved for some homeless Canadians. There is a shortage of high-school science teachers. Students have to wait more than a year to get grade 11 physics and other science courses like biology. I think 2.9 million would free up some classes. It's kind of difficult to make doctors in Canada, if you don't have your high-school science. I hope this will free up the healthcare system because it is pure garbage. I have been waiting a year and a half for a surgery! Joke Government. Corrupt and Incompetent! Polygraph, Audit, Drug Test all of Government!! It's a DISGRACE!!
Identity Attack0.04951127
Insult0.3388922
Profanity0.07126612
Threat0.007197669
Severe Toxicity0.0062561035
Moderate 0.32236105 Constructive 0.699 Policy_Critique
Feb 15, 2026 2.9 million Canadian temporary visas …
Well if you think trump can help. l😂l dnt count on it. He only cares if they are Hispanic or South American. All others he has blinders on.
Well if you think trump can help. l😂l dnt count on it. He only cares if they are Hispanic or South American. All others he has blinders on.
Identity Attack0.29188538
Insult0.18107465
Profanity0.055940874
Threat0.008919456
Severe Toxicity0.009841919
Moderate 0.32236105 Low Con 0.225
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
i genuinely think they only have Indians is so that America doesn't invade them
i genuinely think they only have Indians is so that America doesn't invade them
Identity Attack0.38185352
Insult0.0836065
Profanity0.09551262
Threat0.018019408
Severe Toxicity0.01683561
Moderate 0.32128486 Low Con 0.198
Jan 27, 2026 Inside Canada's Indian Invasion...
Its the same everywhere in Canada! But Browntown (Brampton) is probably the worst! Even my Indian buddies think its bad!
Its the same everywhere in Canada! But Browntown (Brampton) is probably the worst! Even my Indian buddies think its bad!
Identity Attack0.32184324
Insult0.16890354
Profanity0.053435806
Threat0.0082074385
Severe Toxicity0.009307861
Moderate 0.32128486 Constructive 0.558 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro is getting money off rage baiting his racist followers. I used to think the scam pranks were funny then noticed a trend... He went to Minnesota to even try to eat crumbs off of …
Bro is getting money off rage baiting his racist followers. I used to think the scam pranks were funny then noticed a trend... He went to Minnesota to even try to eat crumbs off of nick.. Too late so you hitch a bust north to Canada to figure out the next race bait to rage your audience. I thought this guy was cool but ever since being chased in Italy he hasn't been the same...
Identity Attack0.17070955
Insult0.26957804
Profanity0.041661996
Threat0.020782012
Severe Toxicity0.010299683
Moderate 0.32128486 Moderate Con 0.485 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
So how can we fix the immigration invasion, possibly by literally fighting back physically on are streets ?? You fight immigration and the corrupt governments , SOS CANADA I SEE A WAR ON THIS COMING …
So how can we fix the immigration invasion, possibly by literally fighting back physically on are streets ?? You fight immigration and the corrupt governments , SOS CANADA I SEE A WAR ON THIS COMING SOONER THEN GOVERNMENT THINKS
Identity Attack0.16159154
Insult0.24928534
Profanity0.02385794
Threat0.05203775
Severe Toxicity0.0104522705
Moderate 0.32128486 Moderate Con 0.364
Aug 29, 2025 Why Canadians Are Turning Against …
Epoch Times has a recent article out saying China has snuck in over 1000 spies into Canada. Somehow I think our globalist PMs from the WEF really don't give a flying monkey about it.
Epoch Times has a recent article out saying China has snuck in over 1000 spies into Canada. Somehow I think our globalist PMs from the WEF really don't give a flying monkey about it.
Identity Attack0.055218685
Insult0.3388922
Profanity0.104876526
Threat0.0082074385
Severe Toxicity0.0063705444
Moderate 0.32074678 Moderate Con 0.361 Unverified_Claim
Feb 24, 2026 1 likes LILLEY UNLEASHED: The fall of …
These ppl worship pagan gods they think their holy people smh the most idol worshippers in the world.
These ppl worship pagan gods they think their holy people smh the most idol worshippers in the world.
Identity Attack0.28034934
Insult0.16809943
Profanity0.15195307
Threat0.009385503
Severe Toxicity0.014898917
Moderate 0.32020867 Low Con 0.152 Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Dude on the bike is genuinely racist and he accurately illustrates how majority of the population in Canada, America, and Europe think and believe. There is much racialization and generalization going on in the video.
Dude on the bike is genuinely racist and he accurately illustrates how majority of the population in Canada, America, and Europe think and believe. There is much racialization and generalization going on in the video.
Identity Attack0.25140062
Insult0.2469859
Profanity0.024199532
Threat0.007353018
Severe Toxicity0.008087158
Moderate 0.32020867 Constructive 0.567 Meta_Commentary
Feb 19, 2026 Inside Canada's Indian Invasion...
I just observed the Credensebdev consortium forbthen$90B train includes that wonderful corrupted company SNC Lavelin so that estimate is for sure too double! Who does Leblanc think he is fooling!
I just observed the Credensebdev consortium forbthen$90B train includes that wonderful corrupted company SNC Lavelin so that estimate is for sure too double! Who does Leblanc think he is fooling!
Identity Attack0.008953481
Insult0.33964422
Profanity0.026863953
Threat0.0067769317
Severe Toxicity0.003604889
Moderate 0.32020867 Moderate Con 0.343 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to …
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to go to America too? Why does the colour of their skin matter to you? Do you really believe that all your ancestors who came to America from different countries didn’t bring their culture with them? And don’t you think that all these different cultures shaped America into what it is today? I am not American, and I would never leave my country for America. As an outsider, it feels strange to watch Americans portray other people—who want to immigrate to the country just like your own ancestors did—as inferior. In my eyes, you are exactly the same, no one is better than the other. It surprises me that a country like America shows hostility toward others who, just like them, are immigrants. And then you go to a other country with that very same mindset. No matter if Canada or America, remember that your not a native, so why judge people so hard, for trying to do the same thing like you did. You are not a native either.
Identity Attack0.36702603
Insult0.16195811
Profanity0.05243378
Threat0.008919456
Severe Toxicity0.012833111
Moderate 0.31963667 Constructive 0.763 Moral_Argument
Feb 8, 2026 Inside Canada's Indian Invasion...
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them …
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them either make india better or live here there is no need to move out HIndus are already started birthcontrols being aware is just all we need thats it i think whites or native people are right because no one likes sudden changes !! I am also capable of moving out but i will not i think i can do something better here i can make my community better . Indians also have this some kind of invisible competetion between there extended fam. or neighbourhood which is the one of the shittiest reason of indian leaving india they think washing dishes is better then a business or farmer here . I know we have multiple problems but leaving them would not give any solution to them ,we are actually growing it takes time to be like any europian country but im sure we should not have to like them we can be better in our own we are not in a race of living better all we have to do is making our living standards better Rule No 1 Never make more than 2 children Dont do something uncivilied thing in front of them We are really good in cleaning our houses but focus on streets too( ofc this is not for all many of us are actually doing this) Dont give shit about politics too much your control should be in your hands Practice religion very well , Dont cutt off from roots Dont beileve in pathetic rituals Rivers are water sources respecting them means keep them clean as possible thats all Work on esthetics of your streets try to make your house lil similar to all and dont think of job either you can make jobs THATS ALL. In this case like if we say we dont want to tolerate illegal bangladeshis same as they NO nation wants too much people from a particular country it obviously feels like invaded Anyhow To all white people reading this May be you can found us problematic in some way but most indian are really sweet and kind by heart .
Identity Attack0.36702603
Insult0.24493282
Profanity0.092279755
Threat0.010472948
Severe Toxicity0.014447021
Moderate 0.31963667 Constructive 0.707
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I think us White people need to go to Poland. That’s the only country where we will be safe
I think us White people need to go to Poland. That’s the only country where we will be safe
Identity Attack0.36702603
Insult0.06250052
Profanity0.08549073
Threat0.020782012
Severe Toxicity0.015867263
Moderate 0.31686464 Moderate Con 0.305 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
What do black people have to do with the driving experience tho which I think is more important and is what determines livability.
What do black people have to do with the driving experience tho which I think is more important and is what determines livability.
Identity Attack0.3819294
Insult0.097093195
Profanity0.10116278
Threat0.008505191
Severe Toxicity0.0128976675
Moderate 0.3140926 Moderate Con 0.38
Jan 27, 2026 Inside Canada's Indian Invasion...
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation …
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation that keeps on messing with peoples lives boomers cuz both always vote in the worst way possible.
Identity Attack0.36702603
Insult0.16780703
Profanity0.024199532
Threat0.008013252
Severe Toxicity0.0074005127
Moderate 0.3140926 Moderate Con 0.499
Aug 26, 2025 Why Canadians Are Turning Against …
I think immigrants will always looked even they own millions 😂. Live without respect that the parh these immigrants choose , I live a hard life rather than a low one .
I think immigrants will always looked even they own millions 😂. Live without respect that the parh these immigrants choose , I live a hard life rather than a low one .
Identity Attack0.34324843
Insult0.16883044
Profanity0.03990845
Threat0.0071070488
Severe Toxicity0.009231567
Moderate 0.3140926 Moderate Con 0.436 Personal_Narrative
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Thirdly 😂 every point you’ve said about the Indian population can easily be attributed to you white Europeans 🤷‍♂️ who do you think they learnt from.
Thirdly 😂 every point you’ve said about the Indian population can easily be attributed to you white Europeans 🤷‍♂️ who do you think they learnt from.
Identity Attack0.36702603
Insult0.10587067
Profanity0.060951006
Threat0.00866054
Severe Toxicity0.011138916
Moderate 0.31132057 Low Con 0.261 Humor_Satire
Feb 27, 2026 2 likes Inside Canada's Indian Invasion...
They need to work to get to our country, they need to contribute to society and assimilate with white people here. If you come to this country and not try to learn or attempt assimilation …
They need to work to get to our country, they need to contribute to society and assimilate with white people here. If you come to this country and not try to learn or attempt assimilation with everybody that already has, I think immigration is a great thing, but they need to be FORCED to learn english, they need to be FORCED to learn our culture and our religion.
Identity Attack0.3780483
Insult0.07428485
Profanity0.08064143
Threat0.018710058
Severe Toxicity0.01644827
Moderate 0.31132057 Moderate Con 0.404
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
The Liberal Party of Canada must think that it will have millions of new supporters by flooding Canada with all these unskilled 'immigrants' from Third-world dictatorships.
The Liberal Party of Canada must think that it will have millions of new supporters by flooding Canada with all these unskilled 'immigrants' from Third-world dictatorships.
Identity Attack0.2839175
Insult0.2469859
Profanity0.019280603
Threat0.010757755
Severe Toxicity0.008468628
Moderate 0.31132057 Low Con 0.166 Unverified_Claim
Jul 2, 2025 2 likes How Canada broke its immigration …
I picked my daughter in-law up at a hospital tonight and the people coming and going made me think I was in a Muslim country ffs
I picked my daughter in-law up at a hospital tonight and the people coming and going made me think I was in a Muslim country ffs
Identity Attack0.36702603
Insult0.0806213
Profanity0.1696208
Threat0.0130621
Severe Toxicity0.017158391
Moderate 0.30854854 Moderate Con 0.471 Identity_Assertion
Nov 21, 2025 3 likes Thousands of refugees allowed into …
That guy with the bike needs a delicate upper cut.. he'll lie down to think it over
That guy with the bike needs a delicate upper cut.. he'll lie down to think it over
Identity Attack0.015254694
Insult0.12159709
Profanity0.104876526
Threat0.2836219
Severe Toxicity0.01683561
Moderate 0.30716252 Low Con 0.222 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
What did they think was going to happen? These immigration consultants sold a lie.
What did they think was going to happen? These immigration consultants sold a lie.
Identity Attack0.11860296
Insult0.26196828
Profanity0.022354934
Threat0.007197669
Severe Toxicity0.0045776367
Moderate 0.3057765 Low Con 0.179
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.